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JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Raymond Ng | Jiawei Han | Laks Lakshmanan

Graph sampling with applications to estimating the number of pattern embeddings and the parameters of a statistical relational model

JOURNAL ARTICLE published July 2018 in Data Mining and Knowledge Discovery

Research funded by Research Fund KU Leuven (OT/11/051) | FWO (G.0356.12) | ERC-StG (240186) | Javna Agencija za Raziskovalno Dejavnost RS (P2-0103)

Authors: Irma Ravkic | Martin Žnidaršič | Jan Ramon | Jesse Davis

An efficiently computable subgraph pattern support measure: counting independent observations

JOURNAL ARTICLE published November 2013 in Data Mining and Knowledge Discovery

Authors: Yuyi Wang | Jan Ramon | Thomas Fannes

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Daniel B. Carr | Anthony R. Olsen | Suzanne M. Pierson | Jean-Yves P. Courbois

Feature selection for k-means clustering stability: theoretical analysis and an algorithm

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: Dimitrios Mavroeidis | Elena Marchiori

Retrieving geometric information from images: the case of hand-drawn diagrams

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Research funded by Research funds from the State Key Laboratory of Software Development Environment (SKLSDE-2015ZX-18,SKLSDE-2016ZX-18) | Rresearch funds from the Central Universities (YWF-16-SXXY-01)

Authors: Dan Song | Dongming Wang | Xiaoyu Chen

MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61772249) | Basic Research Projects of Liaoning Provincial Department of Educatio (LJKZ0362)

Authors: Wei Wang | Wenhan Ruan | Xiangfu Meng

Improving Graph Neural Networks by combining active learning with self-training

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Georgios Katsimpras | Georgios Paliouras

Z-Time: efficient and effective interpretable multivariate time series classification

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Zed Lee | Tony Lindgren | Panagiotis Papapetrou

Correction to: Studying bias in visual features through the lens of optimal transport

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Simone Fabbrizzi | Xuan Zhao | Emmanouil Krasanakis | Symeon Papadopoulos | Eirini Ntoutsi

Enhanced spatiotemporal relational probability trees and forests

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Amy McGovern | Nathaniel Troutman | Rodger A. Brown | John K. Williams | Jennifer Abernethy

Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data

JOURNAL ARTICLE published March 2021 in Data Mining and Knowledge Discovery

Authors: Yuan Jin | Ming Liu | Yunfeng Li | Ruohua Xu | Lan Du | Longxiang Gao | Yong Xiang

Classification of streaming time series under more realistic assumptions

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Authors: Bing Hu | Yanping Chen | Eamonn Keogh

Detecting anomaly collections using extreme feature ranks

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Hanbo Dai | Feida Zhu | Ee-Peng Lim | HweeHwa Pang

SCALE: a scalable framework for efficiently clustering transactional data

JOURNAL ARTICLE published January 2010 in Data Mining and Knowledge Discovery

Authors: Hua Yan | Keke Chen | Ling Liu | Zhang Yi

Weighted sparse simplex representation: a unified framework for subspace clustering, constrained clustering, and active learning

JOURNAL ARTICLE published May 2022 in Data Mining and Knowledge Discovery

Authors: Hankui Peng | Nicos G. Pavlidis

Reinforcing Web-object Categorization Through Interrelationships

JOURNAL ARTICLE published 3 May 2006 in Data Mining and Knowledge Discovery

Authors: GUI-RONG XUE | YONG YU | DOU SHEN | QIANG YANG | HUA-JUN ZENG | ZHENG CHEN

Adequate condensed representations of patterns

JOURNAL ARTICLE published August 2008 in Data Mining and Knowledge Discovery

Authors: Arnaud Soulet | Bruno Crémilleux

Harnessing the strengths of anytime algorithms for constant data streams

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Philipp Kranen | Thomas Seidl

Relational peculiarity-oriented mining

JOURNAL ARTICLE published 17 August 2007 in Data Mining and Knowledge Discovery

Authors: Muneaki Ohshima | Ning Zhong | YiYu Yao | Chunnian Liu